The intelligent operating layer
for your enterprise.
A platform for AI agents, with human-in-the-loop decision-making built in — not bolted on.
What agent oversight actually looks like.
Agents draft. Humans decide. Every message is a thread — not a ticket queue bolted onto a chatbot. The reviewer product nobody else builds.
Hi Priya — so sorry the pump arrived broken. I've refunded order #10234 in full and sent a replacement, arriving Tuesday. As a Gold member, I've also added 500 bonus points to your account.
Thread-first UX
Email, support ticket, chat session, agent output — all become a thread the reviewer handles in one place.
Four actions per message
Send as-is · Edit & send · Ask AI to redraft · Reject with reason. Logged per message to tune the agent over time.
Autonomy as policy
Scope-stacked rules: binding › agent › tenant › platform. Change the autonomy level without redeploying the agent.
The analytical plane answers “what happened.”The agent plane decides “what to do.”
Enterprises already have a data plane and a transactional plane. The operational / agent plane is the one that's never been built — until now.
Three steps from idea to agent in production.
Install Konstera
Managed SaaS or self-host via Helm / Compose — same images, same features. Up and running inside a day.
Deploy agents
Agents ship as OCI containers speaking MCP. Pick a reference agent or bring your own built in any framework.
Humans stay in control
The reviewer inbox handles every agent output. Autonomy policy decides what goes out automatically, what pauses.
Agents already running on Konstera.
Each one is a working example — swap it with your own agents, or use these as starting points. All ship as containers you can inspect, extend, and deploy anywhere.
Customer Service
Drafts replies grounded in order + policy + loyalty tier. Reviewer sends, edits, or redrafts.
PSP Reconciliation
Nightly three-way match across orders, PSP, and bank. Nine discrepancy categories.
Prepayments
Classifies invoices, drafts amortisation schedule, routes tier-based approval.
PIM Content Generator
Drafts SKU copy and structured attributes grounded in brand-voice knowledge.
Demand Forecaster
Daily SKU-level forecast surfaced into the buyer's own tools, not a new one.
Policy Answers
In-channel answers grounded in current handbooks. Audited: who asked, what, when.
Everything you'd otherwise build yourself.
Platform capabilities every agent inherits — out of the box, under one roof, meter-ready from day one.
Multi-LLM router
Claude · OpenAI · Gemini · DeepSeek behind one call. Prompt caching, fallback chains, per-model pricing frozen at call time.
Human-in-the-loop
Thread-first inbox. Four actions per message. Autonomy as scope-stacked policy. The reviewer product nobody else builds.
Multi-tenancy & SSO
PostgreSQL row-level security on every tenant table. OIDC + Entra ID. Zero cross-tenant leakage, verified in schema.
Durable execution & cost
Every invocation is a durable workflow. Retries, timeouts, cron, sagas. Token attribution per tenant · agent · user · model.
Talks to the systems your business already runs on.
One connector type, pluggable providers. Grants are explicit per agent. Build your own with the connector framework — same shape every integration.
Managed by us, or run it yourself. Same images.
The SaaS and the self-hosted edition ship from one source. No feature-gated enterprise tier that cripples the on-prem build. Delivery is a choice, not a limit.
Konstera Cloud
We run it. You deploy agents. Per-tenant isolation on managed PostgreSQL + Temporal, with EU / US / UK regional residency.
- Hosted in your region of choice
- Automatic upgrades, zero-downtime
- SOC 2 Type II on the roadmap
- Pay per tenant · token-metered
Your infrastructure
Same containers, your cluster. Helm chart for Kubernetes, Compose bundle for a single VM. Source available under BSL 1.1.
- Your cloud, your Kubernetes, your data
- Helm chart · Docker Compose bundle
- BSL 1.1 — inspect, modify, deploy
- Full feature parity with Cloud
Where Konstera fits versus the alternatives.
Most of what sounds similar is complementary infrastructure. A few overlap. Only a couple are real alternatives — and only one of those is for mid-market.
They answer what happened. We decide what to do. Different planes — we read snapshots from the warehouse, write operational outcomes back.
They move data between systems on deterministic triggers. We're agents making decisions and then using those systems. iPaaS is the pipes. We're the brain.
Our context graph does identity resolution across systems — agent-native, decision-scoped, ships in weeks. Not a 12-month MDM programme.
Agent-native from day one, not retrofitted. Mid-market, not F100. Weeks to live, not nine-month implementations. BSL-licensed, MCP-portable.
Each copilot locks you into one vendor's stack. We're the plane under all your copilots — vendor-neutral LLMs, multi-system reasoning, portable.
Those are libraries for building an agent. Konstera is where agents run — the Kubernetes to their HTTP library. Bring any framework.
No shared context, no identity resolution, no approvals, no cost attribution, no replay, no multi-agent. Fine for a demo. Breaks at the first real integration.
Design partners wanted.
The platform is real. The human-in-the-loop product is real. We're looking for two or three mid-market retailers who want AI agents in production — and whose operational reality will shape the connectors and reference agents we ship next.
45-minute walkthrough of the portal, human-in-the-loop inbox, agent deploy, costs, policies.
Together, pick the two agents where AI would move the needle in your business this quarter.
Deploy them on Konstera with our team, in your environment, against real data — alongside your reviewers.